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Automation Risk Analysis

Will “Land Clearer” be Automated?

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AI Exposure Risk

46%

“Land Clearer” will probably not be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 46% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

56%

“Land Clearer” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 56% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Farmworkers and Laborers, Crop, Nursery, and Greenhouse, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Manually plant, cultivate, and harvest vegetables, fruits, nuts, horticultural specialties, and field crops. Use hand tools, such as shovels, trowels, hoes, tampers, pruning hooks, shears, and knives. Duties may include tilling soil and applying fertilizers; transplanting, weeding, thinning, or pruning crops; applying pesticides; or cleaning, grading, sorting, packing, and loading harvested products. May construct trellises, repair fences and farm buildings, or participate in irrigation activities.

Avg. Annual Salary $37,850
Avg. Hourly Wage $18.20
Available Jobs (US) 261,690
Job Title & Hierarchy Code (SOC) Farmworkers and Laborers, Crop, Nursery, and Greenhouse #45-2092
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Farmworkers and Laborers, Crop, Nursery, and Greenhouse”

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Core Skills & Abilities

  • Feel plants' leaves and note their coloring to detect the presence of insects or disease.

  • Regulate greenhouse conditions, and indoor and outdoor irrigation systems.

  • Identify plants, pests, and weeds to determine the selection and application of pesticides and fertilizers.

  • Harvest fruits and vegetables by hand.

  • Set up and operate irrigation equipment.

  • Record information about crops, such as pesticide use, yields, or costs.

  • Repair farm buildings, fences, and other structures.

  • Clean work areas, and maintain grounds and landscaping.

  • Dig, rake, and screen soil, filling cold frames and hot beds in preparation for planting.

  • Record information about plants and plant growth.

  • Inform farmers or farm managers of crop progress.

  • Harvest plants, and transplant or pot and label them.

  • Sell and deliver plants and flowers to customers.

  • Load agricultural products into trucks, and drive trucks to market or storage facilities.

  • Repair and maintain farm vehicles, implements, and mechanical equipment.

  • Maintain inventory, ordering materials as required.

  • Provide information and advice to the public regarding the selection, purchase, and care of products.

  • Plant, spray, weed, fertilize, water, and prune plants, shrubs, and trees, using gardening tools.

  • Direct and monitor the work of casual and seasonal help during planting and harvesting.

  • Haul and spread topsoil, fertilizer, peat moss, and other materials to condition soil, using wheelbarrows or carts and shovels.

  • Maintain and repair irrigation and climate control systems.

  • Operate tractors, tractor-drawn machinery, and self-propelled machinery to plow, harrow and fertilize soil, or to plant, cultivate, spray and harvest crops.

  • Dig, cut, and transplant seedlings, cuttings, trees, and shrubs.

  • Tie and bunch flowers, plants, shrubs, and trees, wrap their roots, and pack them into boxes to fill orders.

  • Participate in the inspection, grading, sorting, storage, and post-harvest treatment of crops.

  • Inspect plants and bud ties to assess quality.

  • Move containerized shrubs, plants, and trees, using wheelbarrows or tractors.

Technologies & Software

  • Microsoft Word
  • Microsoft Outlook
  • Microsoft Office software
  • Farm Works Software Trac
  • BCL Landview Systems WinCrop
  • Microsoft PowerPoint
  • Global positioning system GPS software
  • Microsoft Excel
  • Web browser software
  • IBM Lotus Notes
  • Taranis AI
  • John Deere AI
  • Blue River Technology AI
  • Climate FieldView
  • Soil augers
  • Feed conveyors
  • Transplanting trowels
  • Detasselers
  • Humidity systems
  • Oscillating sprinklers
  • Paint application sprayers
  • Garden hand seeders
  • Drum rollers
  • Portable battery chargers
  • Long arm pruners
  • Garden spades
  • Disk tillage equipment
  • String trimmers
  • Drafting compasses
  • Garden spading forks
  • Soil pH meters
  • Drop spreaders
  • Power hedge trimmers
  • Power drills
  • Socket wrench sets
  • Arborist saws
  • Garden hoes
  • Indoor/outdoor thermometers
  • Hose-end sprayers
  • Adjustable widemouth pliers
  • Root pruning scissors
  • Stake drivers
  • Staple guns
  • Grafting knives
  • Hacksaws
  • Rotary spreaders
  • Rotary mowers
  • Dump trucks
  • Tie tape machines
  • Tractor-trailers
  • Rubber mallets
  • Garden bow rakes
  • Open end wrenches
  • Pick axes
  • Wood chisels
  • Hand trucks
  • Canister gas masks
  • Sharpening stones
  • Reel mowers
  • Soil sampling tubes
  • Pipe trailers
  • Mattocks
  • Handheld calculators
  • Greenhouse irrigation systems
  • Soybean harvesters
  • Soil cultivators
  • Hand drills
  • Bulb planters
  • Phillips head screwdrivers
  • Measuring rules
  • Wrecking bars
  • Planting augers
  • Portable generators
  • Pruning sticks
  • Post hole diggers
  • Power blowers
  • Soil moisture meters
  • Multipurpose tractors
  • All terrain vehicles ATV
  • Houseplant shears
  • Humidifiers
  • Safety goggles
  • Allen wrenches
  • Measuring wheels
  • Houseplant snips
  • Tree scale sticks
  • Rotary tillers
  • Hay balers
  • Seed tumblers
  • Funnels
  • Grain trucks
  • Grass shears
  • Pesticide sprayers
  • Desktop computers
  • Tube cutters
  • Increment borers
  • Carbon dioxide systems
  • Bed formers
  • Pruning knives
  • Bow saws
  • Plows
  • Garden dusters
  • Digital calipers
  • Forklifts
  • Leaf rakes
  • Shovels
  • Hoes
  • Pressure washers
  • Step ladders
  • Tractors
  • Measuring tapes
  • Floral snips
  • Spray suits
  • Claw hammers
  • Compass saws
  • Microtip snips
  • Knife sharpeners
  • Sledgehammers
  • Loppers
  • Battery booster cables
  • Threshers
  • Tree planting bars
  • Greenhouse ventilation systems
  • Straight screwdrivers
  • Hydromulchers
  • Mulch spreaders
  • Grease guns
  • Nail hammers
  • Fertilizer spreaders
  • Field watering systems
  • Putty knives
  • Budding knives
  • Hanging spring scales
  • Transplanters
  • Screen separators
  • Fruit pruners
  • Pruning saws
  • Fruit budding knives
  • Handtrucks
  • Thorn strippers
  • Vertical mowers
  • Pickup trucks
  • Mole grips
  • Paint application brushes
  • Air compressors
  • Hedge shears
  • Compressed air sprayers
  • Trowels
  • Seed dryers
  • Rose budding knives
  • Geodetic ground global positioning system GPS receivers
  • Haybines
  • Round point shovels
  • Drip emitters
  • Chain saw sharpeners
  • Battery power testers
  • Hand held sprayers
  • Sand spreaders
  • Siphon proportioners
  • Tree calipers
  • Hay rakes
  • Pole pruners
  • Tree marking guns
  • Tree diameter tapes
  • Impulse sprinklers
  • Laptop computers
  • Bed rollers
  • Combine harvesters
  • Hand tallies
  • Hatchets
  • Fertilizer injectors
  • Respirators
  • Cargo trucks
  • Anvil pruners
  • Field forklifts
  • Soil thermometers
  • Slotted screwdrivers
  • Seed drills
  • Garden cultivators
  • Bench grafting knives
  • Pruning shears
  • Portable electric drills
  • Adjustable hand wrenches
  • Chain saws
  • Crop planters
  • Dust masks
  • Hook-and-blade pruners
  • Power saws
  • Corn pickers
  • Square point shovels
  • Utility knives
  • Digital levels
  • Wheelbarrows
  • Tree feeding augers

Alternative Job Titles